# Machine learning materials physics: Multi-resolution neural networks learn the free energy and nonlinear elastic response of evolving microstructures

> Research article (Computer Methods in Applied Mechanics and Engineering, 2020) · cited 73× · AI/ML

**Wikidata**: [openalex:W3080353186](https://www.wikidata.org/wiki/openalex:W3080353186)  
**Source**: https://4ort.xyz/entity/machine-learning-materials-physics-multi-resolution-neural-networks-learn-the-free-energy-and-nonlinear-elastic-response